chingyaoc / debias_vl
Code for Debiasing Vision-Language Models via Biased Prompts
☆57Updated last year
Alternatives and similar repositories for debias_vl:
Users that are interested in debias_vl are comparing it to the libraries listed below
- Code for 'Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality', EMNLP 2022☆30Updated last year
- ☆22Updated 11 months ago
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆33Updated last year
- [DMLR 2024] Benchmarking Robustness of Multimodal Image-Text Models under Distribution Shift☆36Updated last year
- Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts…☆57Updated last year
- The SVO-Probes Dataset for Verb Understanding☆31Updated 3 years ago
- ☆29Updated 2 years ago
- Implementation for the paper "Reliable Visual Question Answering Abstain Rather Than Answer Incorrectly" (ECCV 2022: https//arxiv.org/abs…☆33Updated last year
- Create generated datasets and train robust classifiers☆35Updated last year
- ☆28Updated last month
- Repository for the paper: dense and aligned captions (dac) promote compositional reasoning in vl models☆27Updated last year
- [NeurIPS 2023] A faithful benchmark for vision-language compositionality☆79Updated last year
- code for "Multitask Vision-Language Prompt Tuning" https://arxiv.org/abs/2211.11720☆56Updated 11 months ago
- ☆68Updated 6 years ago
- [ICCV 2019] Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations☆31Updated 3 years ago
- Official pytorch implementation of "Interpreting the Second-Order Effects of Neurons in CLIP"☆39Updated 5 months ago
- The Continual Learning in Multimodality Benchmark☆67Updated last year
- This repo contains codes and instructions for baselines in the VLUE benchmark.☆41Updated 2 years ago
- Official implementation of BPA (CVPR 2022)☆12Updated 2 years ago
- Official implementation for NeurIPS'23 paper "Geodesic Multi-Modal Mixup for Robust Fine-Tuning"☆33Updated 7 months ago
- ☆117Updated 2 years ago
- Bias-to-Text: Debiasing Unknown Visual Biases through Language Interpretation☆31Updated last year
- How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions?☆13Updated last year
- ☆62Updated 7 months ago
- [CVPR23 Highlight] CREPE: Can Vision-Language Foundation Models Reason Compositionally?☆32Updated 2 years ago
- Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation☆45Updated 2 years ago
- Official code for the paper "Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?" (ICLR 2024)☆11Updated 8 months ago
- This repo is the official implementation of UPL (Unsupervised Prompt Learning for Vision-Language Models).☆116Updated 3 years ago
- Official implementation of our EMNLP 2022 paper "CPL: Counterfactual Prompt Learning for Vision and Language Models"☆33Updated 2 years ago
- Official codebase for ICLR oral paper Unsupervised Vision-Language Grammar Induction with Shared Structure Modeling☆36Updated 3 years ago